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<b>Beyond Designer's Knowledge: Expanding Materials Design Hypothesis Space via a Large Language Model Approach</b>

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DataCite Commons2024-09-12 更新2024-08-19 收录
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Hypotheses generation for cryogenic HEAs and solid electrolytes: This folder contains all hypotheses for the cryogenic High Entropy Alloys (HEAs) (24 papers) and solid electrolyte cases. It also includes the evaluation results by the model for the cryogenic HEAs hypotheses.System chart (10 experimental, 10 computational, 30 cryogenic HEAs, 20 tungsten alloys) and evaluations: This folder contains the system charts for four cases: 10 experimental papers, 10 computational papers, 30 cryogenic high entropy alloy papers, and 20 tungsten alloy papers. The detailed evaluation results for each paper, including HMI and Mechanism scores, are in the Excel file. Hypotheses generation from full-text and system chart: This folder contains all the hypotheses for all cases in the full text and system chart hypothesis generation comparison part. Codes: This folder contains the code used in this project. The name of the file indicates its purpose.<br><br><br>

提供机构:
figshare
创建时间:
2024-07-18
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